A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



Downloads: 100

Comparative Studies | Computer Science & Engineering | India | Volume 6 Issue 2, February 2017

A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases

Roshni C.R, Dr. M. Safish Mary

Our Countrys economy prospect lies mainly in agricultural sector. Although there is much advancement in technology, still chances of predicting the diseases in plants are vague. In this paper, a technical solution for the farmers to detect and diagnose the right disease affecting the plants is discussed. The Content Based Image Retrieval (CBIR) technique is used to retrieve the images of diseased plant from the training dataset based on a query image. The images thus retrieved are segmented using Hierarchical Clustering which produces cluster of diseased plant images. The clusters are then classified using Support Vector Machine (SVM) classifier based on the features extracted from clusters which verifies correct type of disease affecting the plant set.

Keywords: CBIR, Hierarchical Clustering, Segmentation, Feature Extraction, SVM

Edition: Volume 6 Issue 2, February 2017

Pages: 2147 - 2150

Share this Article

How to Cite this Article?

Roshni C.R, Dr. M. Safish Mary, "A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20171105, Volume 6 Issue 2, February 2017, 2147 - 2150

Enter Your Email Address




Similar Articles with Keyword 'CBIR'

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 772 - 778

Framework using Diagnosis and CBIR System for Identifying Contrast Agent Concentration

Vinitha Kumari.G, Shivamurthy.R.C

Share this Article

Downloads: 104

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 2144 - 2147

Survey on Privacy Preservation in Content Based Information Retrieval

Bhagyashree V. Khapli, Manjushri A. Mahajan

Share this Article

Similar Articles with Keyword 'Hierarchical Clustering'

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1634 - 1638

Performance Comparison of Hard and Fuzzy Clustering Algorithms on ESTs of Human Genes

Abhilasha Chaudhuri, Asha Ambhaikar

Share this Article

Downloads: 104

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 3001 - 3006

A Fuzzy Based Approach of Energy Efficient Hierarchical Clustering Method in Wireless Sensor Networks

G S M Vamsi, Neha Choubey

Share this Article

Similar Articles with Keyword 'Segmentation'

Downloads: 1 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 113 - 116

Semantic Segmentation using Deep Learning Approaches - A Study

Salim Ahmed Ali, Dr. B. G. Prasad

Share this Article

Similar Articles with Keyword 'Feature Extraction'

Downloads: 2 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Downloads: 3

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 866 - 868

Detecting and Blocking of Malicious URL

Muskan V. Jaiswal, Anjali B. Raut

Share this Article

Similar Articles with Keyword 'SVM'

Downloads: 1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 5 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 314 - 318

Parkinson Disease Detection Using Machine Learning Algorithms

Yatharth Nakul, Ankit Gupta, Hritik Sachdeva

Share this Article



Top